=== Run information ===

Evaluator:    weka.attributeSelection.InfoGainAttributeEval 
Search:       weka.attributeSelection.Ranker -T -1.7976931348623157E308 -N -1
Relation:     PlacedQuestionMarkCleanedChemicalSHAtmo2-weka.filters.unsupervised.attribute.Remove-R1-2
Instances:    232
Attributes:   54
              ALevelAllHallway
              ALevelDiningroom
              ALevelKitchen
              ALevelLivingroom
              ALevelMainEntry
              ALevelMasterBathroom
              ALevelMasterBedroom
              ALevelMasterOffice
              ALevelOtherBathroom
              ALevelOtherBedroom
              ALevelOtherOffice
              ALevelUtility
              HLabelBathe
              HLabelBed_Toilet_Transition
              HLabelCook
              HLabelEat
              HLabelEnter_Home
              HLabelLeave_Home
              HLabelPersonal_Hygiene
              HLabelRelax
              HLabelSleep
              HLabelTake_Medicine
              HLabelWash_Dishes
              HLabelWork
              HTBathroomATemperature
              HTBathroomAWindowA
              HTBathroomBTemperature
              HTBedroomAWindowA
              HTBedroomAWindowB
              HTDoorB
              HTDoorC
              HTDoorD
              HTDoorE
              HTDoorF
              HTKitchenATemperature
              HTKitchenAWindowA
              HTMainDoor
              HTOfficeAWindowA
              HTRelayA
              HTRelayB
              HTRelayC
              HTRelayD
              WDWBathroomAWindowA
              WDWBedroomAWindowA
              WDWBedroomAWindowB
              WDWDoorB
              WDWDoorC
              WDWDoorD
              WDWDoorE
              WDWDoorF
              WDWKitchenAWindowA
              WDWMainDoor
              WDWOfficeAWindowA
              In_m59_ppb
Evaluation mode:    evaluate on all training data



=== Attribute Selection on all input data ===

Search Method:
	Attribute ranking.

Attribute Evaluator (supervised, Class (nominal): 54 In_m59_ppb):
	Information Gain Ranking Filter

Ranked attributes:
 0.971161   31 HTDoorC
 0.891754   33 HTDoorE
 0.881866   25 HTBathroomATemperature
 0.876132   30 HTDoorB
 0.844959   27 HTBathroomBTemperature
 0.80075    35 HTKitchenATemperature
 0.799764   26 HTBathroomAWindowA
 0.781692   42 HTRelayD
 0.77855    32 HTDoorD
 0.777442   37 HTMainDoor
 0.748882   36 HTKitchenAWindowA
 0.744068   40 HTRelayB
 0.722126   34 HTDoorF
 0.717224   39 HTRelayA
 0.714335   28 HTBedroomAWindowA
 0.687053   41 HTRelayC
 0.533625   29 HTBedroomAWindowB
 0.377603   38 HTOfficeAWindowA
 0.002289    4 ALevelLivingroom
 0.000809    8 ALevelMasterOffice
 0.000429   17 HLabelEnter_Home
 0.00016    16 HLabelEat
 0.000107   13 HLabelBathe
 0          14 HLabelBed_Toilet_Transition
 0           6 ALevelMasterBathroom
 0          15 HLabelCook
 0           5 ALevelMainEntry
 0          12 ALevelUtility
 0           2 ALevelDiningroom
 0           3 ALevelKitchen
 0          11 ALevelOtherOffice
 0           7 ALevelMasterBedroom
 0          18 HLabelLeave_Home
 0           9 ALevelOtherBathroom
 0          10 ALevelOtherBedroom
 0          53 WDWOfficeAWindowA
 0          19 HLabelPersonal_Hygiene
 0          45 WDWBedroomAWindowB
 0          47 WDWDoorC
 0          48 WDWDoorD
 0          49 WDWDoorE
 0          50 WDWDoorF
 0          51 WDWKitchenAWindowA
 0          46 WDWDoorB
 0          44 WDWBedroomAWindowA
 0          20 HLabelRelax
 0          43 WDWBathroomAWindowA
 0          21 HLabelSleep
 0          22 HLabelTake_Medicine
 0          23 HLabelWash_Dishes
 0          24 HLabelWork
 0          52 WDWMainDoor
 0           1 ALevelAllHallway

Selected attributes: 31,33,25,30,27,35,26,42,32,37,36,40,34,39,28,41,29,38,4,8,17,16,13,14,6,15,5,12,2,3,11,7,18,9,10,53,19,45,47,48,49,50,51,46,44,20,43,21,22,23,24,52,1 : 53